volatility
Volatility strategy. Trades mean reversion based on percentile ranking of historical volatility (HV). Suitable for any OHLCV data.
Volatility strategy. Trades mean reversion based on percentile ranking of historical volatility (HV). Suitable for any OHLCV data.
Critically review an existing or proposed Stencila figure artifact for structural correctness, caption quality, layout, overlay annotation safety, cross-references, measurement validity, and approval readiness. Use when asked to review, critique, assess, audit, validate, or improve a figure block, multi-panel figure, subfigure grid, executable chart figure, caption, SVG overlay, ROI annotation, scale bar, panel labeling, or figure plan.
Mark the just-completed slice or slice batch (if any), update the completed slices list, select the next unfinished execution unit from a delivery plan based on phase ordering and dependency constraints, and report whether more slices remain. Determines slice exhaustion, not full plan completion — does not verify plan-level Definition of Done items. Combines completion tracking with next-work selection in a single step. Reads plans from .stencila/plans/, parses phase and slice structure, validates package references against the codebase, and can normalize overly narrow plan slices by combining adjacent compatible slices into one execution unit.
Create comprehensive, phased implementation plans with sprints and atomic tasks. Use when user says: "make a plan", "create a plan", "plan this out", "plan the implementation", "help me plan", "design a plan", "draft a plan", "write a plan", "outline the steps", "break this down into tasks", "what's the plan for", or any similar planning request. Also triggers on explicit "/planner" or "/plan" commands.
蓝鲸作业平台任务耗时分布分析专家。当用户需要:(1) 分析任务各阶段耗时分布,(2) 定位任务执行中的性能瓶颈,(3) 了解任务执行链路和各阶段涉及的中间件,(4) 生成任务耗时分布统计报告时使用。基于六阶段模型,通过 request_id 查询完整链路日志进行分析。
Quantitative finance analysis including portfolio optimization, risk modeling, and time series econometrics using jupyter_execute. Use when the user asks about portfolio analysis, stock returns, financial risk, investment optimization, or volatility modeling.
Add a Hugging Face dataset to Marin pipelines. Use when asked to add, register, or inspect a new dataset for training.
Base execution contract for scheduled scrub runs in marin-community/marin.
A股智能分析系统,使用多Agent协作提供技术面、基本面、风险分析。需要韭菜盘桌面应用运行并启用OpenClaw服务。
Structures and derives research formulas when the user wants to 推导公式, build a theory line, organize assumptions, turn scattered equations into a coherent derivation, or rewrite theory notes into a paper-ready formula document. Use when the derivation target is not yet fully fixed, the main object still needs to be chosen, or the user needs a coherent derivation package rather than a finished theorem proof.
Periodically check WandB metrics during training to catch problems early (NaN, loss divergence, idle GPUs). Avoids wasting GPU hours on broken runs. Use when training is running and you want automated health checks.
Analyze ARIS usage logs and propose optimizations to SKILL.md files, reviewer prompts, and workflow defaults. Outer-loop harness optimization inspired by Meta-Harness (Lee et al., 2026). Use when user says "优化技能", "meta optimize", "improve skills", "分析使用记录", or wants to optimize ARIS's own harness components based on accumulated experience.
Request a design review for a commit and present the results
Request a design review for a commit and present the results
Add a new technical analysis indicator to the project. Use when you need to implement a new indicator (e.g., SMA, EMA, RSI) following the project's streaming data patterns, Go generics, and channel-based API.
指导 AI 基于 chanlun-pro 项目进行二次开发,包含安装配置、行情获取、缠论计算、回测、选股和策略编写
通过 GitHub MCP 获取用户 PR 并生成周报。当用户提到生成周报、写周报时使用。